test5 Object Detection Dataset and Pre-Trained Model by chakorn viriya

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Explore Dataset

Here are a few use cases for this project:

Tool Sorting Automation: The "test5" model can be used in industries or workshops to automate the sorting process of tools, identifying whether the tool in question is a pair of pliers, a screwdriver, or a pair of scissors. This will make the process more efficient and reduce human error.
Intelligence for Robotic Arm in Manufacturing: Robotic arms in assembly lines could be equipped with this model to assist in identifying the appropriate tool to use at any point in the production process.
Inventory Management System: Retail stores that sell tools can use it to maintain their inventory by identifying and counting the number of specific tools (pliers, screwdrivers, scissors) in stock.
Smart Diagnostics in Automotive Repair: In a smart automotive repair setting, this model can be used to automatically recognize which type of tool is being used by a mechanic, providing real-time information and guidance about the task being performed.
Assistive Technology for Visually-Impaired: This model could be used to develop an application that helps visually impaired or blind individuals identify tools by providing audio feedback about whether the object they're holding is a screwdriver, a pair of pliers, or a pair of scissors.

Trained Model API

This project has a trained model available that you can try in your browser and use to get predictions via our Hosted Inference API and other deployment methods.

Cite This Project

If you use this dataset in a research paper, please cite it using the following BibTeX:

@misc{
                            test5-lomgc_dataset,
                            title = { test5 Dataset },
                            type = { Open Source Dataset },
                            author = { chakorn viriya },
                            howpublished = { \url{ https://universe.roboflow.com/chakorn-viriya-3zftm/test5-lomgc } },
                            url = { https://universe.roboflow.com/chakorn-viriya-3zftm/test5-lomgc },
                            journal = { Roboflow Universe },
                            publisher = { Roboflow },
                            year = { 2023 },
                            month = { apr },
                            note = { visited on 2024-04-26 },
                            }